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Course

COM-308: Internet analytics

Summary

Internet analytics is the collection, modeling, and analysis of user data in large-scale online services, such as social networking, e-commerce, search, and advertisement. This class explores a number of the key functions of such online services that have become ubiquitous over the past decade.

Lectures

Instructors

Official source

https://edu.epfl.ch/coursebook/en/internet-analytics-COM-308

Moodle Page

http://go.epfl.ch/COM-308

About this result

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Summary

Lectures

Instructors

Official source

https://edu.epfl.ch/coursebook/en/internet-analytics-COM-308

Moodle Page

http://go.epfl.ch/COM-308

About this result

Ontological neighbourhood

Mathematics

Discrete mathematics: Graph theory

Computer engineering

Social networks: Social media

Lectures in this course (12)

Social and Information Networks: Structure Log in to Mediaspace to watch this video

Explores the structure of social and information networks, focusing on giant components, clustering, tie formation, and network connectivity.

Social and Information Networks 2: Evolution Log in to Mediaspace to watch this video

Delves into social and information networks dynamics, including herding behavior, information cascades, preferential attachment, and the Friendship Paradox.

Data Streams: Algorithms and Applications Log in to Mediaspace to watch this video

Covers data streams, sub-linear memory computation, document similarity, and randomized dimension reduction techniques for handling 'Big Data' challenges efficiently.

Ad Auctions Log in to Mediaspace to watch this video

Explores the online advertisement market, ad types, Google AdWords, auction formats, and bidding strategies.

Social and Information Networks: Processes Log in to Mediaspace to watch this video

Covers computing measures over large networks, random walks, conductance bound, and epidemic models.

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